Overall
Column
Ridge(1)
Ridge(2)
Ridge(3)
LASSO(1)
LASSO(2)
LASSO(3)
Elastic Net(1)
Elastic Net(2)
Elastic Net(3)
Column
Ridge
| Fold1 | Fold2 | Fold3 | Fold4 | Fold5 | Mean |
|---|---|---|---|---|---|
| 0.8783784 | 0.7945205 | 0.8219178 | 0.7894737 | 0.8666667 | 0.8301914 |
| Cubic | Tilted | Others | |
|---|---|---|---|
| Cubic | 155 | 28 | 3 |
| Tilted | 22 | 125 | 6 |
| Others | 2 | 2 | 28 |
| Total | 179 | 155 | 37 |
| Cubic | Tilted | Others | |
|---|---|---|---|
| Cubic | 0.87 | 0.18 | 0.08 |
| Tilted | 0.12 | 0.81 | 0.16 |
| Others | 0.01 | 0.01 | 0.76 |
| Total | 100% | 100% | 100% |
LASSO
| Fold1 | Fold2 | Fold3 | Fold4 | Fold5 | Mean |
|---|---|---|---|---|---|
| 0.8378378 | 0.8219178 | 0.7808219 | 0.7894737 | 0.8933333 | 0.8246769 |
| Cubic | Tilted | Others | |
|---|---|---|---|
| Cubic | 154 | 27 | 4 |
| Tilted | 23 | 126 | 7 |
| Others | 2 | 2 | 26 |
| Total | 179 | 155 | 37 |
| Cubic | Tilted | Others | |
|---|---|---|---|
| Cubic | 0.86 | 0.17 | 0.11 |
| Tilted | 0.13 | 0.81 | 0.19 |
| Others | 0.01 | 0.01 | 0.7 |
| Total | 100% | 100% | 100% |
Elastic Net
| Fold1 | Fold2 | Fold3 | Fold4 | Fold5 | Mean |
|---|---|---|---|---|---|
| 0.8783784 | 0.7945205 | 0.8630137 | 0.8026316 | 0.88 | 0.8437088 |
| Cubic | Tilted | Others | |
|---|---|---|---|
| Cubic | 156 | 26 | 2 |
| Tilted | 20 | 128 | 6 |
| Others | 3 | 1 | 29 |
| Total | 179 | 155 | 37 |
| Cubic | Tilted | Others | |
|---|---|---|---|
| Cubic | 0.87 | 0.17 | 0.05 |
| Tilted | 0.11 | 0.83 | 0.16 |
| Others | 0.02 | 0.01 | 0.78 |
| Total | 100% | 100% | 100% |
Anion O
Column
Ridge(1)
Ridge(2)
Ridge(3)
LASSO(1)
Lasso(2)
Lasso(3)
Elastic Net(1)
Elastic Net(2)
Elastic Net(3)
Column
Ridge
| Fold1 | Fold2 | Fold3 | Fold4 | Fold5 | Mean |
|---|---|---|---|---|---|
| 0.9649123 | 0.8793103 | 0.8813559 | 0.877193 | 0.8793103 | 0.8964164 |
| Cubic | Tilted | Others | |
|---|---|---|---|
| Cubic | 121 | 14 | 2 |
| Tilted | 10 | 127 | 3 |
| Others | 1 | 0 | 11 |
| Total | 132 | 141 | 16 |
| Cubic | Tilted | Others | |
|---|---|---|---|
| Cubic | 0.92 | 0.1 | 0.12 |
| Tilted | 0.08 | 0.9 | 0.19 |
| Others | 0.01 | 0 | 0.69 |
| Total | 100% | 100% | 100% |
LASSO
| Fold1 | Fold2 | Fold3 | Fold4 | Fold5 | Mean |
|---|---|---|---|---|---|
| 0.9473684 | 0.8793103 | 0.8813559 | 0.8596491 | 0.8793103 | 0.8893988 |
| Cubic | Tilted | Others | |
|---|---|---|---|
| Cubic | 120 | 14 | 2 |
| Tilted | 10 | 127 | 4 |
| Others | 2 | 0 | 10 |
| Total | 132 | 141 | 16 |
| Cubic | Tilted | Others | |
|---|---|---|---|
| Cubic | 0.91 | 0.1 | 0.12 |
| Tilted | 0.08 | 0.9 | 0.25 |
| Others | 0.02 | 0 | 0.62 |
| Total | 100% | 100% | 100% |
Elastic Net
| Fold1 | Fold2 | Fold3 | Fold4 | Fold5 | Mean |
|---|---|---|---|---|---|
| 0.9649123 | 0.8793103 | 0.8644068 | 0.8596491 | 0.8275862 | 0.8791729 |
| Cubic | Tilted | Others | |
|---|---|---|---|
| Cubic | 115 | 13 | 2 |
| Tilted | 14 | 128 | 3 |
| Others | 3 | 0 | 11 |
| Total | 132 | 141 | 16 |
| Cubic | Tilted | Others | |
|---|---|---|---|
| Cubic | 0.87 | 0.09 | 0.12 |
| Tilted | 0.11 | 0.91 | 0.19 |
| Others | 0.02 | 0 | 0.69 |
| Total | 100% | 100% | 100% |
Anion F
Column
Ridge(1)
Ridge(2)
LASSO(1)
Lasso(2)
Elastic Net(1)
Elastic Net(2)
Column
Ridge
| Fold1 | Fold2 | Fold3 | Fold4 | Fold5 | Mean |
|---|---|---|---|---|---|
| 0.7272727 | 0.6363636 | 0.8 | 0.8181818 | 0.75 | 0.7463636 |
| Cubic | Tilted | Others | |
|---|---|---|---|
| Cubic | 37 | 10 | 3 |
| Tilted | 1 | 0 | 0 |
| Others | 0 | 0 | 4 |
| Total | 38 | 10 | 7 |
| Cubic | Tilted | Others | |
|---|---|---|---|
| Cubic | 0.97 | 1 | 0.43 |
| Tilted | 0.03 | 0 | 0 |
| Others | 0 | 0 | 0.57 |
| Total | 100% | 100% | 100% |
LASSO
| Fold1 | Fold2 | Fold3 | Fold4 | Fold5 | Mean |
|---|---|---|---|---|---|
| 0.8181818 | 0.6363636 | 0.8 | 0.8181818 | 0.75 | 0.7645455 |
| Cubic | Tilted | Others | |
|---|---|---|---|
| Cubic | 34 | 6 | 2 |
| Tilted | 4 | 3 | 0 |
| Others | 0 | 1 | 5 |
| Total | 38 | 10 | 7 |
| Cubic | Tilted | Others | |
|---|---|---|---|
| Cubic | 0.89 | 0.6 | 0.29 |
| Tilted | 0.11 | 0.3 | 0 |
| Others | 0 | 0.1 | 0.71 |
| Total | 100% | 100% | 100% |
Elastic Net
| Fold1 | Fold2 | Fold3 | Fold4 | Fold5 | Mean |
|---|---|---|---|---|---|
| 0.7272727 | 0.7272727 | 0.8 | 0.8181818 | 0.8333333 | 0.7812121 |
| Cubic | Tilted | Others | |
|---|---|---|---|
| Cubic | 36 | 6 | 3 |
| Tilted | 2 | 3 | 0 |
| Others | 0 | 1 | 4 |
| Total | 38 | 10 | 7 |
| Cubic | Tilted | Others | |
|---|---|---|---|
| Cubic | 0.95 | 0.6 | 0.43 |
| Tilted | 0.05 | 0.3 | 0 |
| Others | 0 | 0.1 | 0.57 |
| Total | 100% | 100% | 100% |
Other anions
Column
Ridge(1)
Ridge(2)
Ridge(3)
LASSO(1)
Lasso(2)
Lasso(3)
Elastic Net(1)
Elastic Net(2)
Elastic Net(3)
Column
Ridge
| Fold1 | Fold2 | Fold3 | Fold4 | Fold5 | Mean |
|---|---|---|---|---|---|
| 0.8461538 | 0.8 | 0.8 | 0.775 | 0.75 | 0.7942308 |
| Cubic | Tilted | Others | |
|---|---|---|---|
| Cubic | 80 | 17 | 3 |
| Tilted | 16 | 59 | 3 |
| Others | 0 | 2 | 19 |
| Total | 96 | 78 | 25 |
| Cubic | Tilted | Others | |
|---|---|---|---|
| Cubic | 0.83 | 0.22 | 0.12 |
| Tilted | 0.17 | 0.76 | 0.12 |
| Others | 0 | 0.03 | 0.76 |
| Total | 100% | 100% | 100% |
LASSO
| Fold1 | Fold2 | Fold3 | Fold4 | Fold5 | Mean |
|---|---|---|---|---|---|
| 0.8461538 | 0.675 | 0.825 | 0.825 | 0.75 | 0.7842308 |
| Cubic | Tilted | Others | |
|---|---|---|---|
| Cubic | 82 | 18 | 3 |
| Tilted | 14 | 55 | 3 |
| Others | 0 | 5 | 19 |
| Total | 96 | 78 | 25 |
| Cubic | Tilted | Others | |
|---|---|---|---|
| Cubic | 0.85 | 0.23 | 0.12 |
| Tilted | 0.15 | 0.71 | 0.12 |
| Others | 0 | 0.06 | 0.76 |
| Total | 100% | 100% | 100% |
Elastic Net
| Fold1 | Fold2 | Fold3 | Fold4 | Fold5 | Mean |
|---|---|---|---|---|---|
| 0.8205128 | 0.825 | 0.775 | 0.825 | 0.8 | 0.8091026 |
| Cubic | Tilted | Others | |
|---|---|---|---|
| Cubic | 86 | 16 | 3 |
| Tilted | 9 | 60 | 7 |
| Others | 1 | 2 | 15 |
| Total | 96 | 78 | 25 |
| Cubic | Tilted | Others | |
|---|---|---|---|
| Cubic | 0.9 | 0.21 | 0.12 |
| Tilted | 0.09 | 0.77 | 0.28 |
| Others | 0.01 | 0.03 | 0.6 |
| Total | 100% | 100% | 100% |